036, Junior Computer Application Support

3 weeks ago


Ottawa, Canada Maverin Inc. Full time

JOB ID# 036

Role: Junior Computer Application Support
Client: Federal Government of Canada Client

Contract duration: 3 months

Start date: August 2023
Location: Hybrid / NCR
Language: English

Clearance: MUST hold a Top Secret security clearance (please indicate on resume)

**Responsibilities could include but are not limited to**:

- Large Foundation Model Adaptation and Development: Utilize a range of established LFMs (Large Foundation Models) to design and develop specialized LLMs (Large Language Models). This process will employ curriculum-based and instruction-based fine-tuning techniques to craft models that excel in domain-specific tasks.
- Data Acquisition, Curation, and Partitioning for Training: Design and Develop state-of-the-art datasets suitable for fine-tuning LFMs. This task involves generating custom datasets, implement them and achieve optimal results for the targeted task. Execute precise data partitioning, ensuring that the dataset's structure and order of training promote the best possible outcomes.
- Model Training and Performance Evaluation: Employ public, as well as custom-made benchmarks derived from synthetic datasets for a comprehensive assessment of the model's performance. This evaluation process will scrutinize the accuracy, robustness, and efficiency of the model under varying conditions, ensuring the produced LLMs perform well on tasks.
- Integration and Deployment: Integrate the AI models into the existing computational infrastructure. Provide indispensable assistance in facilitating the deployment process, delivering necessary documentation, and offering support to facilitate a transition to a production environment.
- Documentation: Reports documenting the work performed. The reports must be primarily in English but a French translation of the abstract must also be included at the expense of the contractor. The copyright of the reports and the work belongs to the crown.

**Skills/Experience Required**:

- MUST HOLD A Top Secret security clearance (please indicate on resume)
- A minimum of 18 months’ experience working as a Machine Learning Developer.
- A minimum of 18 months’ experience designing and developing document processing pipelines that utilize AI to extract data.
- A minimum of 12 months’ experience developing and implementing automated extraction tools using SpaCy.

**Job Type**: Fixed term contract
Contract length: 3 months

**Benefits**:

- Dental care
- Paid time off

Flexible Language Requirement:

- French not required

**Experience**:

- Using SpaCy: 1 year (required)

Licence/Certification:

- Must have a Top Secret security clearance (required)

Work Location: Hybrid remote in Ottawa, ON K1N 0C5



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